{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Concentric Transmon\n",
    "\n",
    "We'll be creating a 2D design and adding a single Concentric transmon QComponent.\n",
    "\n",
    "Simple Metal Transmon Concentric object. \n",
    "\n",
    "Metal transmon object consisting of a circle surrounding by a concentric \n",
    "ring. There are two Josephson Junction connecting the circle to the ring; \n",
    "one at the south end and one at the north end. There is a readout resonator. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# So, let us dive right in. For convenience, let's begin by enabling\n",
    "# automatic reloading of modules when they change.\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, open_docs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Each time you create a new quantum circuit design, \n",
    "# you start by instantiating a QDesign class. \n",
    "\n",
    "# The design class `DesignPlanar` is best for 2D circuit designs.\n",
    "\n",
    "design = designs.DesignPlanar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Launch Qiskit Metal GUI to interactively view, edit, and simulate QDesign: Metal GUI\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### A Concentric Transmon\n",
    "You can create a ready-made concentric transmon qubit from the QComponent Library, `qiskit_metal.qlibrary.qubits`. \n",
    "`transmon_concentric.py` is the file containing our qubit so `transmon_concentric` is the module we import. \n",
    "The `TransmonConcentric` class is our concentic transmon qubit. Like all quantum components, `TransmonConcentric` inherits from `QComponent`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'connection_pads': {},\n",
       " '_default_connection_pads': {},\n",
       " 'width': '1000um',\n",
       " 'height': '1000um',\n",
       " 'layer': '1',\n",
       " 'rad_o': '170um',\n",
       " 'rad_i': '115um',\n",
       " 'gap': '35um',\n",
       " 'jj_w': '10um',\n",
       " 'res_s': '100um',\n",
       " 'res_ext': '100um',\n",
       " 'fbl_rad': '100um',\n",
       " 'fbl_sp': '100um',\n",
       " 'fbl_gap': '80um',\n",
       " 'fbl_ext': '300um',\n",
       " 'pocket_w': '1500um',\n",
       " 'pocket_h': '1000um',\n",
       " 'pos_x': '2.0mm',\n",
       " 'pos_y': '2.0mm',\n",
       " 'orientation': '0.0',\n",
       " 'cpw_width': '10.0um'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit_metal.qlibrary.qubits.transmon_concentric import TransmonConcentric\n",
    "\n",
    "# Be aware of the default_options that can be overridden by user.\n",
    "TransmonConcentric.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# To force overwrite a QComponent with an existing name.  \n",
    "# This is useful when re-running cells in a notebook. \n",
    "design.overwrite_enabled = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Place the concentric transmon at (x,y) =(1,2)\n",
    "concentric_options = dict(\n",
    "    pos_x = '1um',\n",
    "    pos_y = '2um',\n",
    "    layer = '5', # default is 1, this is just for example.\n",
    "    pocket_w='1500um',  # transmon pocket width\n",
    "    pocket_h='900um',  # transmon pocket height\n",
    ")\n",
    "\n",
    "# Create a new Concentric Transmon object with name 'Q1' \n",
    "q1 = TransmonConcentric(design, 'qubit1', options=concentric_options)\n",
    "\n",
    "gui.rebuild()  # rebuild the design and plot \n",
    "gui.autoscale() #resize GUI to see QComponent\n",
    "gui.zoom_on_components(['qubit1']) #Can also gui.zoom_on_components([q1.name])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[95m\u001b[1mname:    \u001b[94m\u001b[1mqubit1\u001b[0m\n",
       "\u001b[95m\u001b[1mclass:   \u001b[94m\u001b[1mTransmonConcentric    \u001b[0m\n",
       "\u001b[95m\u001b[1moptions: \u001b[0m\n",
       "  'pos_x'             : '1um',                        \n",
       "  'pos_y'             : '2um',                        \n",
       "  \u001b[1m'connection_pads'   \u001b[0m: {\n",
       "                        },\n",
       "  'width'             : '1000um',                     \n",
       "  'height'            : '1000um',                     \n",
       "  'layer'             : '5',                          \n",
       "  'rad_o'             : '170um',                      \n",
       "  'rad_i'             : '115um',                      \n",
       "  'gap'               : '35um',                       \n",
       "  'jj_w'              : '10um',                       \n",
       "  'res_s'             : '100um',                      \n",
       "  'res_ext'           : '100um',                      \n",
       "  'fbl_rad'           : '100um',                      \n",
       "  'fbl_sp'            : '100um',                      \n",
       "  'fbl_gap'           : '80um',                       \n",
       "  'fbl_ext'           : '300um',                      \n",
       "  'pocket_w'          : '1500um',                     \n",
       "  'pocket_h'          : '900um',                      \n",
       "  'pos_x'        : '2.0mm',                      \n",
       "  'pos_y'        : '2.0mm',                      \n",
       "  'orientation'          : '0.0',                        \n",
       "  'cpw_width'         : '10.0um',                     \n",
       "\u001b[95m\u001b[1mmodule:  \u001b[94m\u001b[1mqiskit_metal.qlibrary.qubits.transmon_concentric\u001b[0m\n",
       "\u001b[95m\u001b[1mid:      \u001b[94m\u001b[1m1\u001b[0m"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Let's see what the Q1 object looks like\n",
    "\n",
    "q1 #print Q1 information"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Closing the Qiskit Metal GUI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gui.main_window.close()"
   ]
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
